Tensorpath · upskilling people on AI · 20 days · fundamentals → the 2026 frontier
From “Attention Is All You Need” to the age of AI agents.
Tensorpath is the flagship program for training professionals and students on AI — at scale. A guided 20-day journey from the very first Transformer to today’s reasoning models, multimodal systems, and agents. You learn live with an expert trainer — video classes, screen-share and recordings, right in the portal — plus Genie, your personal AI companion, that hand-holds you the whole way. Finish to earn a verifiable certificate and placement support.
▶ 90-second tour — how Tensorpath takes you from sign-up to trained, certified & placed.
How Tensorpath gets you trained & placed
One platform, end to end — from sign-up to a job-ready profile.
Register — free
Create your account and tell us your goal. Two minutes, no cost.
Get approved & your batch
We approve you and email your batch dates. Confirm your seat in one click — your trainer sees who's in.
Learn live, in the portal
Join video classes right here: your trainer screen-shares and teaches live, with chat and who's online. Every session is recorded.
Genie, your companion, 24/7
Between classes, Genie — your personal AI companion — answers questions, gives practice, and tells you exactly what to learn next.
Recap & what's next
After each class your dashboard shows what was covered, what's coming next, and the recording to revisit anytime.
Get certified, then job help in person
Finish your capstone for a verifiable certificate — then visit the Surge office in Bengaluru for one-on-one interview prep, résumé & marketing, and placement support.
The 20-day journey
Every day is a complete, story-driven lesson your trainer delivers live — and you can revisit any time.
What the World Was Like Before AI Understood Us
How computers went from dumb calculators to almost understanding language
The Tiny Idea That Changed Everything: Attention
The 2017 moment a simple idea rewired all of AI
Meet the Transformer (Without the Math Headache)
The engine inside every modern AI, explained gently
How Words Become Numbers
Why AI turns language into math, and why that's nothing to fear
What Is a Neural Network, Really?
The brain-inspired idea that learns from examples
When Huge Data Starts to Look Like Intelligence
The simple loop that turns mountains of data into ability
When Big Companies Fed the World's Data In
The race that built giant AI models
Foundation Models: One Brain, Many Jobs
The big general-purpose models everything is built on
Teaching a Foundation Model to Be Helpful
Fine-tuning, instructions, and human feedback
Chat: When AI Learned to Talk With Us
How ChatGPT brought AI to everyone
Prompting: How to Actually Talk to AI
Simple, practical skills to get great answers
AI That Draws: Pictures From Words
How typing a sentence can create an image
AI That Moves: Video and Sound
From still pictures to moving scenes and voices
One AI, Many Senses: Multimodal
Models that can see, hear, and read at the same time
From Answering to Doing: AI Agents
When AI stops just talking and starts taking action
Thinking in Loops: Reasoning Models
How AI learned to slow down and actually think
Giving AI a Memory
How AI can remember you and your work
Skills and Connections: AI That Plugs Into Everything
Tools, connectors, and using your own information
AI in Everyday Life and Work
How AI is quietly doing tasks all around you
Where It's All Going, and Your Place in It
The road ahead and how to ride it
🚀 Latest in AI
Fresh from the field — researched by Gemini, fact-checked by Claude. The world you’re training for, updated Jul 4.
Start your AI journey with Tensorpath
Join the professionals and students upskilling on AI through Tensorpath.
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